The graph represents a network of 2,727 Twitter users whose recent tweets contained "#transformaciondigital", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 29 July 2021 at 07:14 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 46-minute period from Wednesday, 21 July 2021 at 01:07 UTC to Thursday, 29 July 2021 at 06:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2727
Unique Edges : 4211
Edges With Duplicates : 4563
Total Edges : 8774
Number of Edge Types : 5
Retweet : 1945
MentionsInRetweet : 4004
Mentions : 1472
Tweet : 1222
Replies to : 131
Self-Loops : 1263
Reciprocated Vertex Pair Ratio : 0.0444343686238948
Reciprocated Edge Ratio : 0.0850879097026264
Connected Components : 627
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 1098
Maximum Edges in a Connected Component : 3220
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.473943
Graph Density : 0.000619736710770612
Modularity : 0.513505
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,727 Twitter users whose recent tweets contained "#transformaciondigital", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 29 July 2021 at 07:14 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 46-minute period from Wednesday, 21 July 2021 at 01:07 UTC to Thursday, 29 July 2021 at 06:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #transformaciondigital
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[254] transformación,digital [220] ecosistema,digital [210] #recreación,#deporte [183] #colombia,#mundo [159] #deporte,#arte [146] #innovación,#transformacióndigital [144] rafa5023,ronaltorres31 [128] #tecnología,#soluciones [128] #web,#transformacióndigital [122] tecsolss,#tecnología Top Word Pairs in Tweet in G1:
[75] #socialmedia,#redessociales [68] #transformacióndigital,#socialmedia [60] transformación,digital [60] #marketingdigital,#marketingmóvil [60] #marketingmóvil,#transformacióndigital [59] #publiar,#marketingdigital [59] proyecto,filtro [59] filtro,efecto [59] efecto,#realidadaumentada [59] #realidadaumentada,#instagram Top Word Pairs in Tweet in G2:
[43] seguir,trabajando [41] consolidar,#transformacióndigital [40] ivanduque,vicmunro [39] expreso,agradecimiento [39] agradecimiento,pdte [39] pdte,ivanduque [39] vicmunro,ministra [39] ministra,karenabudi [39] karenabudi,oportunidad [39] oportunidad,brindan Top Word Pairs in Tweet in G3:
[27] #plandedigitalizaciondepymes,#españadigital2025 [24] #transformacióndigital,españa [24] abrimos,hilo [22] #españadigital2025,#transformacióndigital [21] 2021,siendo [21] siendo,año [21] año,clave [21] clave,#transformacióndigital [21] españa,primeros [21] primeros,seis Top Word Pairs in Tweet in G4:
[220] ecosistema,digital [210] #recreación,#deporte [183] #colombia,#mundo [159] #deporte,#arte [144] rafa5023,ronaltorres31 [128] #tecnología,#soluciones [128] #web,#transformacióndigital [122] tecsolss,#tecnología [122] #soluciones,#web [120] #educación,#medioambiente Top Word Pairs in Tweet in G5:
[72] #digitaltransformation,#transformacióndigital [48] eraser,#t5es [43] #t5es,emergencia [43] emergencia,esclavitud [43] esclavitud,digital [29] transformación,digital [24] #transformaciondigital,#digitaltransformation [18] digital,#digitaltransformation [16] #transformacióndigital,#digitaltransformation [14] #educación,#education Top Word Pairs in Tweet in G6:
[90] ocupa,puesto [90] puesto,nº97 [90] nº97,facilidad [90] facilidad,crear [90] crear,#empresa [90] #empresa,ranking [90] ranking,doing [90] doing,business [90] business,banco [90] banco,mundial Top Word Pairs in Tweet in G7:
[35] conoce,principales [35] principales,hallazgos [25] datos,abiertos [23] barómetro,datos [19] #transformacióndigital,evolución [19] evolución,positiva [19] positiva,mejora [19] rendición,cuentas [19] cuentas,conoce [19] hallazgos,barómetro Top Word Pairs in Tweet in G8:
[20] #transformacióndigital,#sostenibilidad [17] #activaciberseguridad,eoi [17] eoi,protegeempresa [16] #innovación,#transformacióndigital [14] #innoruta,itainnova [13] itainnova,#monzón [13] marudaz1,estherborao [12] #transformacióndigital,gobaragon [11] #digitalización,#transformacióndigital [11] protegeempresa,#transformacióndigital Top Word Pairs in Tweet in G9:
[49] #transformacióndigital,españa [43] abrimos,hilo [41] agenda,#españadigital2025 [41] #españadigital2025,cumple [41] cumple,año [41] año,hoja [41] hoja,ruta [41] ruta,#transformacióndigital [41] españa,impulse [41] impulse,crecimiento Top Word Pairs in Tweet in G10:
[53] #transformacióndigital,#industria40 [13] aplicaciones,#inteligenciaeconómica [13] #inteligenciaeconómica,financiera [13] financiera,están [13] están,empresas [13] empresas,españolas [13] españolas,altura [13] altura,#transformacióndigital [13] #transformacióndigital,cómo [13] cómo,cambiará Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: